{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import h5py\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "import glob    # similar package like 'os'\n",
    "#from datetime import datetime\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime as dt\n",
    "from dateutil.parser import parse\n",
    "import scipy.stats as stats\n",
    "from sklearn.linear_model import LinearRegression as LR\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "datdir='/Users/jonguk/Desktop/Pandora_satellite_intercomparison/data/'\n",
    "figdir='/Users/jonguk/Desktop/Pandora_satellite_intercomparison/figures/until20210531/'\n",
    "\n",
    "#Pandora station info.\n",
    "#Current Version supports processing multiple collocated Pandora (if they shares sitename and location info)\n",
    "#Seoul-SNU site: 37.458 N / 126.951 E\n",
    "#UNIST (Ulsan) site: 35.5745 N / 129.1896 E \n",
    "#Pusan site: 35.2353 N / 129.0825 E\n",
    "sitename='Seoul_SNU'\n",
    "pandoranumber=['149', '163']\n",
    "lat_pandora= 37.458\n",
    "lon_pandora= 126.951\n",
    "#Reading Pandora TCN data\n",
    "for i, e in enumerate(pandoranumber):\n",
    "    locals()['Data_P'+e]=np.genfromtxt(datdir+'Pandora/until20210531/Pandora'+e+'s1_'+sitename+'_L2Tot_rnvs1p1-7.txt', encoding='latin_1', \\\n",
    "                                       delimiter=' ', skip_header=59, dtype=None, usecols = (0,7,11,12,13), names=('UTC','TCN','QF','DQ1','DQ2'))\n",
    "\n",
    "\n",
    "\n",
    "#Choose which satellite data to load\n",
    "# satellitelisttoload=['TROPOMI','OMPS']  # can change this part \n",
    "satellitelisttoload=['TROPOMI','OMPS', 'OMI']  \n",
    "##################################################################################################\n",
    "# Satellite data is comprised with 3 files each containing time, geolocattion, and science data.\n",
    "# All OMI, TROPOMI, OMPS data shares same dimenstion but VCDsummed is replaced with VCD_strat for OMI and TROPOMI\n",
    "# For OMI and OMPS data, use VCD value for an intercomparison with ground-based Pandora obs. \n",
    "# For TROPOMI data, use VCDsummed value for an intercomparison with ground-based Pandora obs. \n",
    "\n",
    "# timedata=np.array([], ndmin=2)  # 7 variables (columns) [yy,mm,dd,hh,min,sec,microsec]\n",
    "# sciencedata=np.array([], ndmin=2)  # 6 variables (columns) [VCD, VCDsummed(or VCD_strat), VCD_trop, SCD, qa_value, no. QA-valid pixels]\n",
    "# geodata=np.array([], ndmin=2)  # 10 variables (columns) [lat_center,lat_corner(0~3), lon_center, lon_corner(0~3)]\n",
    "##################################################################################################\n",
    "\n",
    "#(n*n) spatial pixels coadded (TROPOMI: 1~5 / OMI: 1~3 / OMPS: 1~2)\n",
    "TROPOMI_pixel_coadd=1\n",
    "OMI_pixel_coadd=1\n",
    "OMPS_pixel_coadd=1\n",
    "\n",
    "# Reading the Satellite data\n",
    "# Need to change number of pixels coadded for each respective satellites\n",
    "for i, e in enumerate(satellitelisttoload):\n",
    "    timedir=datdir+e+'/processeddata/until20210531/'+e+'_TCN_collocatedwithPandora_'+sitename+'_%i_pixelcoadded'%locals()[e+'_pixel_coadd']+'_timedata.txt'\n",
    "    sciencedir=datdir+e+'/processeddata/until20210531/'+e+'_TCN_collocatedwithPandora_'+sitename+'_%i_pixelcoadded'%locals()[e+'_pixel_coadd']+'_sciencedata.txt'\n",
    "    geodir=datdir+e+'/processeddata/until20210531/'+e+'_TCN_collocatedwithPandora_'+sitename+'_%i_pixelcoadded'%locals()[e+'_pixel_coadd']+'_geodata.txt'\n",
    "    locals()[e+'timedata']=np.loadtxt(timedir, skiprows=1, delimiter=',')\n",
    "    locals()[e+'sciencedata']=np.loadtxt(sciencedir, skiprows=1, delimiter=',')\n",
    "    locals()[e+'geodata']=np.loadtxt(geodir, skiprows=1, delimiter=',')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# %whos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OMPS hour 1   0.00  %\n",
      "OMPS hour 2   0.00  %\n",
      "OMPS hour 3  28.59  %\n",
      "OMPS hour 4  56.68  %\n",
      "OMPS hour 5  14.73  %\n",
      "OMPS hour 6   0.00  %\n",
      "\n",
      "\n",
      "OMI hour 1   0.00  %\n",
      "OMI hour 2   0.00  %\n",
      "OMI hour 3   9.86  %\n",
      "OMI hour 4  51.98  %\n",
      "OMI hour 5  37.59  %\n",
      "OMI hour 6   0.00  %\n",
      "\n",
      "\n",
      "TROPOMI hour 1   0.00  %\n",
      "TROPOMI hour 2   0.00  %\n",
      "TROPOMI hour 3  20.29  %\n",
      "TROPOMI hour 4  50.33  %\n",
      "TROPOMI hour 5  29.37  %\n",
      "TROPOMI hour 6   0.00  %\n"
     ]
    }
   ],
   "source": [
    "# Filtering the Pandora data with quality flags ['QF']\n",
    "for i, e in enumerate(pandoranumber):\n",
    "    locals()['filter_P'+e]=(locals()['Data_P'+e]['QF'] == 0) | (locals()['Data_P'+e]['QF'] == 10)\n",
    "    locals()['fUTC_P'+e]=locals()['Data_P'+e]['UTC'][locals()['filter_P'+e]]\n",
    "    locals()['fTCN_P'+e]=locals()['Data_P'+e]['TCN'][locals()['filter_P'+e]]\n",
    "\n",
    "# modifying fTCN_P*** variable from ndarray format to datetime format\n",
    "#여기서부터는 범용성 포기 걍 일일히 나열한다! 나중에 수정하려면 하자\n",
    "fdatetime_P149=[]\n",
    "fdatetime_P163=[]\n",
    "for i, e in enumerate(fUTC_P149):\n",
    "    fdatetime_P149.append(parse(e))\n",
    "for i, e in enumerate(fUTC_P163):\n",
    "    fdatetime_P163.append(parse(e))\n",
    "\n",
    "fdatetime_P149=np.array(fdatetime_P149)\n",
    "fdatetime_P163=np.array(fdatetime_P163)\n",
    "    \n",
    "# Satellites datasets are already filtered with their own respective QA flags and there can be np.nan points if the retireval wasn't valid.\n",
    "# modifying ***timedata variable from ndarray format to datetime format\n",
    "TROPOMIdatetime=[]\n",
    "OMIdatetime=[]\n",
    "OMPSdatetime=[]\n",
    "for i in np.arange(TROPOMItimedata.shape[0]):\n",
    "    TROPOMIdatetime.append(dt.datetime(int(TROPOMItimedata[i,0]), int(TROPOMItimedata[i,1]),int(TROPOMItimedata[i,2]),int(TROPOMItimedata[i,3]), int(TROPOMItimedata[i,4]), int(TROPOMItimedata[i,5]), int(TROPOMItimedata[i,6]), tzinfo=dt.timezone.utc))\n",
    "\n",
    "for i in np.arange(OMItimedata.shape[0]):\n",
    "    OMIdatetime.append(dt.datetime(int(OMItimedata[i,0]), int(OMItimedata[i,1]),int(OMItimedata[i,2]),int(OMItimedata[i,3]), int(OMItimedata[i,4]), int(OMItimedata[i,5]), int(OMItimedata[i,6]), tzinfo=dt.timezone.utc))\n",
    "\n",
    "for i in np.arange(OMPStimedata.shape[0]):\n",
    "    OMPSdatetime.append(dt.datetime(int(OMPStimedata[i,0]), int(OMPStimedata[i,1]),int(OMPStimedata[i,2]),int(OMPStimedata[i,3]), int(OMPStimedata[i,4]), int(OMPStimedata[i,5]), int(OMPStimedata[i,6]), tzinfo=dt.timezone.utc))\n",
    "\n",
    "TROPOMIdatetime=np.array(TROPOMIdatetime)\n",
    "OMIdatetime=np.array(OMIdatetime)\n",
    "OMPSdatetime=np.array(OMPSdatetime)\n",
    "\n",
    "# Check time data \n",
    "for i in np.arange(1,7,1):\n",
    "    print('OMPS hour', i, '%6.2f'%(np.sum(OMPStimedata[:,3]==i)/OMPStimedata.shape[0]*100), ' %')\n",
    "print('\\n')\n",
    "for i in np.arange(1,7,1):\n",
    "    print('OMI hour', i, '%6.2f'%(np.sum(OMItimedata[:,3]==i)/OMItimedata.shape[0]*100), ' %')\n",
    "print('\\n')\n",
    "for i in np.arange(1,7,1):\n",
    "    print('TROPOMI hour', i, '%6.2f'%(np.sum(TROPOMItimedata[:,3]==i)/TROPOMItimedata.shape[0]*100), ' %')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Drawing time series based on Pandora data :: and add satellite datasets\n",
    "figts=plt.figure(figsize=(20,10))\n",
    "plt.xlim(dt.datetime(2019,9,1), dt.datetime(2021,2,28))\n",
    "plt.plot(fdatetime_P163, fTCN_P163, marker='.', linestyle='', c='r', markersize=1.0)\n",
    "plt.plot(fdatetime_P149, fTCN_P149, marker='.', linestyle='', c='g', markersize=1.0)\n",
    "plt.xlabel('Time', fontsize=20)\n",
    "plt.ylabel('VCD NO2 [DU]', fontsize=20)\n",
    "plt.xticks(fontsize=20)\n",
    "plt.yticks(fontsize=20)\n",
    "plt.legend(('P163','P149'), fontsize=18)\n",
    "\n",
    "\n",
    "fig1=plt.figure(figsize=(20,10))\n",
    "# gs = fig1.add_gridspec(1,1)\n",
    "# ax2 = fig1.add_subplot(gs[0,0])\n",
    "# ax2.set_xlabel('Radiosonde MLH [km]', fontsize=20)\n",
    "# ax2.set_ylabel('Remote sensing MLH [km]', fontsize=20)\n",
    "# xticks(fontsize=20)\n",
    "# yticks(fontsize=20)\n",
    "# ax2.set_xlim(0,2.8)\n",
    "# ax2.set_ylim(0,2.8)\n",
    "\n",
    "plt.xlim(dt.datetime(2020,11,10),dt.datetime(2020,11,18))\n",
    "plt.ylim(0.1,3)\n",
    "plt.plot(fdatetime_P163, fTCN_P163, marker='.', linestyle='', markersize=1.0, c='r')\n",
    "plt.plot(fdatetime_P149, fTCN_P149, marker='.', linestyle='', markersize=1.0, c='g')\n",
    "plt.plot(TROPOMIdatetime, TROPOMIsciencedata[:,1], 'ob', markersize=8.0)\n",
    "plt.plot(OMIdatetime, OMIsciencedata[:,0], '^r', markersize=8.0)\n",
    "plt.plot(OMPSdatetime, OMPSsciencedata[:,0], marker='s', linestyle='', c='m', markersize=8.0, alpha=0.6)\n",
    "plt.vlines(x=TROPOMIdatetime, ymin=0, ymax=6, color='pink', linestyle='--')\n",
    "plt.xlabel('Time', fontsize=20)\n",
    "plt.ylabel('VCD NO2 [DU]', fontsize=20)\n",
    "plt.xticks(fontsize=20)\n",
    "plt.yticks(fontsize=20)\n",
    "plt.legend(('P163','P149','TROPOMI', 'OMI','OMPS'), fontsize=18)\n",
    "plt.grid()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "###############################################################################\n",
    "# custom color bar\n",
    "###############################################################################\n",
    "\n",
    "def custom_div_cmap(numcolors=100, name='custom_div_cmap',\n",
    "                    botcol = 'black', mincol='blue',morecolor = 'cyan', subcol='CornflowerBlue', midcol='white', maxcol='red', topcol='green'):\n",
    "    \"\"\" Create a custom diverging colormap with three colors\n",
    "    \n",
    "    Default is blue to white to red with 11 colors.  Colors can be specified\n",
    "    in any way understandable by matplotlib.colors.ColorConverter.to_rgb()\n",
    "    \"\"\"\n",
    "\n",
    "    from matplotlib.colors import LinearSegmentedColormap \n",
    "    \n",
    "    cmap = LinearSegmentedColormap.from_list(name=name, \n",
    "                                             colors =[botcol, mincol, morecolor, midcol, maxcol, topcol],\n",
    "                                             N=numcolors)\n",
    "    return cmap\n",
    "\n",
    "custom_map = custom_div_cmap(100, botcol='w', mincol='b', morecolor ='cyan', subcol='CornflowerBlue', midcol='lime' ,maxcol='yellow', topcol='r')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  1 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  2 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  3 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  4 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  5 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  6 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  7 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  8 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  9 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  10 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  11 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  12 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  13 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  14 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  15 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  16 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  17 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  18 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  19 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  20 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  21 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  22 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  23 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  24 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  25 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  26 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  27 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  28 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  29 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  30 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  31 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  32 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  33 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  34 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  35 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  36 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  37 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  38 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  39 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  40 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  41 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  42 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  43 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  44 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  45 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  46 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  47 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  48 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  49 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  50 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  51 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  52 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  53 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  54 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  55 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  56 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  57 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  58 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  59 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  60 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating timedelta:  61 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  62 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  63 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  64 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  65 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  66 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  67 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  68 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  69 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  70 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  71 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  72 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  73 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  74 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  75 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  76 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  77 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  78 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  79 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  80 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  81 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  82 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  83 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  84 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  85 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  86 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  87 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  88 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  89 mins\n",
      "Now processing TROPOMI\n",
      "Now processing OMI\n",
      "Now processing OMPS\n",
      "Calculating timedelta:  90 mins\n",
      "Now processing TROPOMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMI\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now processing OMPS\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Calculating correlation scores (R^2, Bias, RMSE, etc.) according to collocation time lag (~90 min) \n",
    "# Draw scatter plot for pre-designated time lags\n",
    "# Scores are calculated with \n",
    "# 1. temporal collocation:: Averaging TCN measured from Pandora within +-collocation timeinterval\n",
    "# 2. spatial collocation:: refer to the variables \"Satellite**_pixel_coadd\" \n",
    "\n",
    "timeinterval=np.arange(1,91,1)  # min / allowed range / averaging Pandora measurements within the inteval\n",
    "intervaltodraw=[1,5,10,15,30,45,60,90]   # min\n",
    "\n",
    "# Scores \n",
    "# P163 spans longer observation period thus selected as default Pandora measurement at Seoul_SNU\n",
    "score_TROPOMI_P163=np.zeros([timeinterval.size,7])   # R**2, meanBias, RMSE, slope, intercept, number of valid point, 0-intercept slope\n",
    "score_OMI_P163=np.zeros([timeinterval.size,7])\n",
    "score_OMPS_P163=np.zeros([timeinterval.size,7])\n",
    "# score_TROPOMI_P149=np.zeros([timeinterval.size,6])\n",
    "# score_OMI_P149=np.zeros([timeinterval.size,6])\n",
    "# score_OMPS_P149=np.zeros([timeinterval.size,6])\n",
    "\n",
    "# for computational feasibility, change datetime --> timestamp\n",
    "fdatetime_P163_ts=[]\n",
    "for i in np.arange(fdatetime_P163.shape[0]):\n",
    "    fdatetime_P163_ts.append(fdatetime_P163[i].timestamp())\n",
    "fdatetime_P163_ts=np.array(fdatetime_P163_ts)\n",
    "    \n",
    "for i in timeinterval:\n",
    "    timedelta=dt.timedelta(minutes=int(i))\n",
    "    print('Calculating timedelta: ',i,'mins')\n",
    "    \n",
    "    # TROPOMI\n",
    "    print('Now processing TROPOMI')\n",
    "    tempTROPOMI=np.array([])\n",
    "    tempP163=np.array([])\n",
    "    for j in np.arange(TROPOMIsciencedata.shape[0]):\n",
    "        loc=(fdatetime_P163_ts>=(TROPOMIdatetime[j]-timedelta).timestamp()) & (fdatetime_P163_ts<=(TROPOMIdatetime[j]+timedelta).timestamp())\n",
    "        if np.sum(loc) >= 1:\n",
    "            tempTROPOMI=np.append(tempTROPOMI, TROPOMIsciencedata[j,1])  #VCDsummed\n",
    "            tempP163=np.append(tempP163, np.nanmean(fTCN_P163[loc])) \n",
    "    nonan=(np.isfinite(tempTROPOMI)==1) & (np.isfinite(tempP163)==1)\n",
    "    res=stats.linregress(tempP163[nonan], tempTROPOMI[nonan])\n",
    "    LRs=LR(fit_intercept=False).fit(tempP163[nonan].reshape(-1,1), tempTROPOMI[nonan]) # 0 intercept linear regression\n",
    "\n",
    "    score_TROPOMI_P163[i-1,0]=res.rvalue**2                                    # R^2\n",
    "    score_TROPOMI_P163[i-1,1]=np.nanmean(tempP163[nonan]-tempTROPOMI[nonan])   # Bias\n",
    "    score_TROPOMI_P163[i-1,2]=np.sqrt(np.mean((tempP163[nonan] - tempTROPOMI[nonan])**2))  # RMSE\n",
    "    score_TROPOMI_P163[i-1,3]=res.slope\n",
    "    score_TROPOMI_P163[i-1,4]=res.intercept\n",
    "    score_TROPOMI_P163[i-1,5]=np.sum(nonan)\n",
    "    score_TROPOMI_P163[i-1,6]=LRs.coef_   # 0 intercept slope\n",
    "\n",
    "\n",
    "    \n",
    "    # drawing scatter plot\n",
    "    if i in intervaltodraw:\n",
    "        splot=plt.figure(figsize=(12,10))\n",
    "        plt.hist2d(tempP163, tempTROPOMI, bins=(40,40), range=[[0,3.0],[0,3.0]], cmap=custom_map)\n",
    "        plt.plot([0,3.0],[0,3.0], 'grey', linestyle=':') \n",
    "        plt.xticks(fontsize=30)\n",
    "        plt.yticks(fontsize=30)\n",
    "        plt.xlabel('P163 TCN (DU)', fontsize=30)\n",
    "        plt.ylabel('TROPOMI TCN (DU)', fontsize=30)\n",
    "        plt.text(0.1,2.8, \"Bias = \"+str(\"%.2f\" %score_TROPOMI_P163[i-1,1]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.6, \"RMSE = \"+str(\"%.2f\" %score_TROPOMI_P163[i-1,2]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.4, \"R${^2}$ = \" + str(\"%.2f\" %score_TROPOMI_P163[i-1,0]), fontsize=30, horizontalalignment='left')\n",
    "#         plt.text(0.1,2.4, \"y=%.2fx+%.2f\"%(score_TROPOMI_P163[i-1,3],score_TROPOMI_P163[i-1,4]), fontsize=20, horizontalalignment='left')\n",
    "        plt.text(0.1,2.2, \"y=%.2fx\"%(score_TROPOMI_P163[i-1,6]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.0, \"No. = \"+str(\"%d\" %score_TROPOMI_P163[i-1,5]), fontsize=30, horizontalalignment='left')\n",
    "        cbar= plt.colorbar()\n",
    "        cbar.ax.tick_params(labelsize=30)\n",
    "        cbar.set_label(label='Number', size=30)\n",
    "        plt.savefig(figdir+'Scatterplot_TROPOMI%i_P163_%iminInterval.jpg'%(TROPOMI_pixel_coadd, i))\n",
    "        plt.show()\n",
    "    \n",
    "            \n",
    "    # OMI\n",
    "    print('Now processing OMI')\n",
    "    tempOMI=np.array([])\n",
    "    tempP163=np.array([])\n",
    "    for j in np.arange(OMIsciencedata.shape[0]):\n",
    "        loc=(fdatetime_P163_ts>=(OMIdatetime[j]-timedelta).timestamp()) & (fdatetime_P163_ts<=(OMIdatetime[j]+timedelta).timestamp())\n",
    "        if np.sum(loc) >= 1:\n",
    "            tempOMI=np.append(tempOMI, OMIsciencedata[j,0])  #VCD\n",
    "            tempP163=np.append(tempP163, np.nanmean(fTCN_P163[loc])) \n",
    "    nonan=(np.isfinite(tempOMI)==1) & (np.isfinite(tempP163)==1)\n",
    "    res=stats.linregress(tempP163[nonan], tempOMI[nonan])\n",
    "    LRs=LR(fit_intercept=False).fit(tempP163[nonan].reshape(-1,1), tempOMI[nonan]) # 0 intercept linear regression\n",
    "    \n",
    "    score_OMI_P163[i-1,0]=res.rvalue**2                                    # R^2\n",
    "    score_OMI_P163[i-1,1]=np.nanmean(tempP163[nonan]-tempOMI[nonan])   # Bias\n",
    "    score_OMI_P163[i-1,2]=np.sqrt(np.mean((tempP163[nonan] - tempOMI[nonan])**2))  # RMSE\n",
    "    score_OMI_P163[i-1,3]=res.slope\n",
    "    score_OMI_P163[i-1,4]=res.intercept\n",
    "    score_OMI_P163[i-1,5]=np.sum(nonan)\n",
    "    score_OMI_P163[i-1,6]=LRs.coef_   # 0 intercept slope\n",
    "\n",
    "    \n",
    "    # drawing scatter plot\n",
    "    if i in intervaltodraw:\n",
    "        splot=plt.figure(figsize=(12,10))\n",
    "        plt.hist2d(tempP163, tempOMI, bins=(40,40), range=[[0,3.0],[0,3.0]], cmap=custom_map)\n",
    "        plt.plot([0,3.0],[0,3.0], 'grey', linestyle=':') \n",
    "        plt.xticks(fontsize=30)\n",
    "        plt.yticks(fontsize=30)\n",
    "        plt.xlabel('P163 TCN (DU)', fontsize=30)\n",
    "        plt.ylabel('OMI TCN (DU)', fontsize=30)\n",
    "        plt.text(0.1,2.8, \"Bias = \"+str(\"%.2f\" %score_OMI_P163[i-1,1]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.6, \"RMSE = \"+str(\"%.2f\" %score_OMI_P163[i-1,2]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.4, \"R${^2}$ = \" + str(\"%.2f\" %score_OMI_P163[i-1,0]), fontsize=30, horizontalalignment='left')\n",
    "#         plt.text(0.1,2.4, \"y=%.2fx+%.2f\"%(score_OMI_P163[i-1,3],score_OMI_P163[i-1,4]), fontsize=20, horizontalalignment='left')\n",
    "        plt.text(0.1,2.2, \"y=%.2fx\"%(score_OMI_P163[i-1,6]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.0, \"No. = \"+str(\"%d\" %score_OMI_P163[i-1,5]), fontsize=30, horizontalalignment='left')\n",
    "        cbar= plt.colorbar()\n",
    "        cbar.ax.tick_params(labelsize=30)\n",
    "        cbar.set_label(label='Number', size=30)\n",
    "        plt.savefig(figdir+'Scatterplot_OMI%i_P163_%iminInterval.jpg'%(OMI_pixel_coadd, i))\n",
    "        plt.show()\n",
    "    \n",
    "    \n",
    "    # OMPS\n",
    "    print('Now processing OMPS')\n",
    "    tempOMPS=np.array([])\n",
    "    tempP163=np.array([])\n",
    "    for j in np.arange(OMPSsciencedata.shape[0]):\n",
    "        loc=(fdatetime_P163_ts>=(OMPSdatetime[j]-timedelta).timestamp()) & (fdatetime_P163_ts<=(OMPSdatetime[j]+timedelta).timestamp())\n",
    "        if np.sum(loc) >= 1:\n",
    "            tempOMPS=np.append(tempOMPS, OMPSsciencedata[j,0])  #VCD\n",
    "            tempP163=np.append(tempP163, np.nanmean(fTCN_P163[loc])) \n",
    "    nonan=(np.isfinite(tempOMPS)==1) & (np.isfinite(tempP163)==1)\n",
    "    res=stats.linregress(tempP163[nonan], tempOMPS[nonan])\n",
    "    LRs=LR(fit_intercept=False).fit(tempP163[nonan].reshape(-1,1), tempOMPS[nonan]) # 0 intercept linear regression\n",
    "    \n",
    "    score_OMPS_P163[i-1,0]=res.rvalue**2                                    # R^2\n",
    "    score_OMPS_P163[i-1,1]=np.nanmean(tempP163[nonan]-tempOMPS[nonan])   # Bias\n",
    "    score_OMPS_P163[i-1,2]=np.sqrt(np.mean((tempP163[nonan] - tempOMPS[nonan])**2))  # RMSE\n",
    "    score_OMPS_P163[i-1,3]=res.slope\n",
    "    score_OMPS_P163[i-1,4]=res.intercept\n",
    "    score_OMPS_P163[i-1,5]=np.sum(nonan)\n",
    "    score_OMPS_P163[i-1,6]=LRs.coef_   # 0 intercept slope\n",
    "    \n",
    "    \n",
    "    # drawing scatter plot\n",
    "    if i in intervaltodraw:\n",
    "        splot=plt.figure(figsize=(12,10))\n",
    "        plt.hist2d(tempP163, tempOMPS, bins=(40,40), range=[[0,3.0],[0,3.0]], cmap=custom_map)\n",
    "        plt.plot([0,3.0],[0,3.0], 'grey', linestyle=':') \n",
    "        plt.xticks(fontsize=30)\n",
    "        plt.yticks(fontsize=30)\n",
    "        plt.xlabel('P163 TCN (DU)', fontsize=30)\n",
    "        plt.ylabel('OMPS TCN (DU)', fontsize=30)\n",
    "        plt.text(0.1,2.8, \"Bias = \"+str(\"%.2f\" %score_OMPS_P163[i-1,1]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.6, \"RMSE = \"+str(\"%.2f\" %score_OMPS_P163[i-1,2]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.4, \"R${^2}$ = \" + str(\"%.2f\" %score_OMPS_P163[i-1,0]), fontsize=30, horizontalalignment='left')\n",
    "#         plt.text(0.1,2.4, \"y=%.2fx+%.2f\"%(score_OMPS_P163[i-1,3],score_OMPS_P163[i-1,4]), fontsize=20, horizontalalignment='left')\n",
    "        plt.text(0.1,2.2, \"y=%.2fx\"%(score_OMPS_P163[i-1,6]), fontsize=30, horizontalalignment='left')\n",
    "        plt.text(0.1,2.0, \"N0. = \"+str(\"%d\" %score_OMPS_P163[i-1,5]), fontsize=30, horizontalalignment='left')\n",
    "        cbar= plt.colorbar()\n",
    "        cbar.ax.tick_params(labelsize=30)\n",
    "        cbar.set_label(label='Number', size=30)\n",
    "        plt.savefig(figdir+'Scatterplot_OMPS%i_P163_%iminInterval.jpg'%(OMPS_pixel_coadd, i))\n",
    "        plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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KIAxA3km1l01zDfNaM2WNaipr/ApqK+KHHNPOm1Zv3pt41s9fr56n91TH/Tqq4z4dVdK+JO4H9YaS/TBY0a9CFSdXxA3CVCstf3u51s1ZJ8V/ipp771yVb1rut76phWap3p7pY1utqXpJtdbPjz+kbvqfp/ufY8AHUPF8vOXHqqmsUaAykLD3kyT9ePGPkqSiNkUqbhN/0uuKzSrqrSSnYmnBQwtilu99YW+54mDPqmKnGVfOiFl281s39zvBDlg/nB+719FO7+/kh9+1K667fLci9lDCHV7Zod71eEHYZtdt1ui2eEFY6y1ax7wv0/J9SF0y8y4RKgEAgHxFEAYga7IVQDXXkLD5j85XzZIaVS+tVs3SGlUviT9H1sStJ8a9P9L8B+f7oV3FiYd47frVro1ua65VtHZ6dydJUm1NrdbPXa+P+sYeElZvtbf4T1E//uVHHwqaJFN4KF4M08+fHj5mgmP/dOVP9V5rVxz/AR9s8oGfUypB0CdJc++ZK1ccPGaCBdra7dJOxR2KVdK+RMXt/eX0P8YeJjd41WAVVRTVnR/xws/tnt2u0W3xgrDNrq8fKsULwnqfX3/+p3hBWIc9O8S8r7kxpA4AAKAwEYQBLUy+9JZKpeyCcQtUvbRa1UuqVbOkJmq5kA97f1gXatUFKXGkMiTs++PDy92XdCpRSef4f0IHPDqgLugo6VCiSTtOill28IrB9a6n0sNLyu4H3mRCgKKSIpX3iT/p9e6zdlfVT1Wq+qlKa39cq5lXz4xZ9udbf5ac6laTSxRuzRszz+8k8XOMV280nQ/srLIeZXXbt0d9G7PsPqv3qXc97nxsj23T6LZ4QViiXmD5Ild6SxEoAQAAFCaCMKCFaa7hZmamQGVA62av07o567Ru9rq47fx4q4/9ZNTrTbXr4g8L++4P39Xtl3SM/2er0y87+eFdLjyB9tx/z41ZvvdFvev1DorXE2a3qbuptHOpSjqW1PUiihd0dD+ue9y25otMhQDlvctV3rtcCmZF8QKpfdft2+i2eK/14Mrkg8QhNkRWa3XzSlmt6d3WsYfrbT1m63rXv1XsICxduRISFUJvKQAAABQmgjCggPx0xU++Z01ohbUEvWxm/j0iqEjQ0+a99u8psCqJsWNBbXdqq6JWRSoqK5Jr5TT3rthh1a7f7arSLqUq6VSiopKiuCHH1g9s3ei2eEFYw3mG4gVhrfunN8dQNsOFXJEv7XZFzv8ONOG/YCGERPSWAgAAQEuVl0GYc85JOkrS8ZJ2lNRV0lJJ30p6TNJYM4s/fiq5elrL913YNbhtJmkjSZ0lrZM0X9Knkp6W9IyZJZ8CABlWs6JGS15eErfMzOtmJjV0LOSnS39KuuzGp2ysVr1aqWyTMrXq1UqterXSx5t+HLP8to/XX5UtXhDWZus2SbdjQ2MoVn2ptDtXejSlWr6pP8dkJiAHAAAAkF15F4Q55zrJB0/DGtzVI7gNk3SGc+5wM5uVZnX7SHo1xn2lkrYIbkdJ+tI5d7SZfR+jPNBkMefm6lqqfn/rp8XPLdby8ctl1fFTriG1QyQFJx43PyTsndJ3Ypbfp6r+fEfvlMcuu8VtW8StO5NyKUDJ18AqF+RKj6amlAcAAACQn/IqCHPOlUl6XlJoMpifJY2WNF1SL0knSRogaWdJrzrn9jCzygxU/a2kiZJmSJon3/usQ7CeY+R7iO0g6W3n3C/MLPZ670ATxJyba1G1pp05TRX9K9Tr/F7a6LCN9NmenyU8nnN+WGSi1QmLWhU1qb0h2QqgUu1lUwg9sQAAAAAAieVVECbpDIVDsE8l7W9my0J3OufulPScpOGStpF0haQL06jvE0k9zWxejPvHOOeukPSKpEGSukm6MthOYIPY9Ztd1XpAax9uKX97SxFAAQAAAACyLW+CMOdciaTLgldN0ojIEEySzKzKOTdC0o+S2kg6xzl3g5nFnzgphmQeZ2ZLnXNnyAdzkvSrptQFNGS1puVvL9e8+2PlsF6bberPn0VvKQAAAAAAosubIEx+7q+uwf03zeybaIXMbKFz7nFJJ0tqJelQSQ9kuW3fRux3z3JdaCHizfvV6/xemjdmnqp+qFJJx3z6NQUAAAAAIHelNwHQhnVAxP5rCcpG3n9gFtrS0OYR+ws2QH1oAeLN+/XTpT+pvHe5Bjw6QHvM3WMDtwwAAAAAgJYpn7qabBexPzlB2UkxHpdxzrk2kv4VcdMz2awPhWG3qbupdf/WdddTnZsLAAAAAAA0lk9B2JYR+zMSlJ0tKSCpWFJ/55wzM0uncudcW0n7h65Kai+/UuTvJW0cvP1zSVelU09LFXMYYPfSnJ53KpV2Jypbs6JGK95foeXvLNeKd1bErTcyBJOYmwsAAAAAgEzIpyCsY8T+4ngFzazGOVcpqZP8c2wjaVWa9feS9GyM+5ZKekjS5Wa2Js16WqSYwwBj3J4rUml3vLKTdpqkVV+skkxypU7tdm2X0XYCAAAAAIDEXJodpTYY59x6SaFxYKVmVpOg/BxJPYNXe5pZ/KX3Ete/taTvYtz9kqT7Jb2QqOeZc26UpFGS1L17910ef/zxdJqVM1atWqW2bdvGLjA0zoPHZ7w5SUnYZil+u38tqUZSdfDy7Thld5bvP7iDpAGSyhMcO0OvSVLPMc8VwnNEy8C5inzBuYp8wbkKAJnVkv6uDh06dLKZDYx2H0FY09pSLKmLpN0knS1pePCupyWNNLPVyRxn4MCBNmnSpMQF88CECRM0ZMiQ2Pe7CTHvG2KxH5dp8YYv7j5jd63+crVWfrJSlZ9UauWklVrzTewOfmU9yuTKnIrKiuTKnNZ8G7tstOe4IYaLJvq5tASF8BzRMnCuIl9wriJfcK4CQGa1pL+rzrmYQVg+DY1cJT/UUfL9aRINdayI2F+ZyYaYWUDSQvmeYC85566RdLmk30kySUdlsr6Wbvads9Xz1J4qapX9RUzjDV98r/17smofDJd2K1W7XdvFDcL2nLdnvevxwr5omPcLAAAAAIANK/vJQ+Ysj9jvEq+gc65EfjJ7yQ9aS6qHVhqulDQ1uH+kc26bLNfXokw/Z7o+3vJjzRszT7U1tVmrJ1AViHt/7wt6a9v/bqvdZ+2uPefvqR1e2iFrbQEAAAAAABtePvUImypp0+B+P0kz45TtJb9ipCRNS3fFyETMrNY5938Kr2y5r6Rvs1lnPln741q/zmaUn0Jp91INeGSAfrrsJ005ZYpm3ThL/a7qp+l/mp6R1Rp3+2Y3LXl5iRa/sFhLX1sat52b/X2zqMeIdex0ygIAAAAAgA0vn4KwrxWei2ug4k9NHjkO9Oustai+yOGXHTdQnTmvtqZW3/3hOxW3L9auX+yq8r7lUct12r+Tlry4RD9d8ZO+Oy7WmgSpr9b4fvf3pYBUtnGZuv+hu+bdm9pUcakMX2SoIwAAAAAAuS2fgrDXJV0Q3B8u6ZY4ZQ+M2H8tay2qb4uI/cUbqM6cN+u6War8sFIDHhsQMwSTJOecNjpkI3X5dRctemqRvj0mdoe6b4/71vcwCz4unj4X99FGh26kdgPbyRW5lIMwAAAAAADQcuRTEDZe0iJJXSXt75zb1sy+aVjIOddN0jHBq1WSns92w5xzvSQdHHHTB9muMx+s+GCFZlw9Q92P767ux3RP6jGuyKnb0d3iBmGVH1f6nSQGvG52Xf3hjgxfBAAAAACgcOVNEGZmNc656yTdLt8f6GHn3P5mtixUxjlXLukhSW2CN91pZkuiHc85N1bSCcGrfzOzq6KUuVHS3WYWcz4y59zmkv4rqXXwprejBXSFpqayRt8d953K+5ar/539M3rs3afvXu96Kqs1Rg5fbElLwwIAAAAAgMTyJggLukfSEZIGS9pZ0hfOuXslTZefIP9kSQOCZb+VdG2a9Z0m6ULn3EeS3pc0RdIK+detp6S95XuClQXLz5d0app1tgjTzpqmqp+rtNO7O6mkfb6dZgAAAAAAoCXKq4TCzNY75w6V9LSkYZJ6K3rY9amkw81sRQaqdZL2CG7xTJB0ipn9kIE689qC/yzQgkcXqN/f+qnDHh2adAxWawQAAAAAAJmWV0GYJJnZMufc/pKOknS8pJ0kbSRpmaRvJD0u6UEzq8lAddtJGhLctpfUXVI3SUXyPcN+kPSJpCfN7P0M1Jf31s5Yq6lnTFX7Pdurz6V9mnwcVmsEAAAAAACZlndBmCSZmUl6Irg19RgjJY1MUGa2pEeDGxKoranV98d/L0ka8OgAFZUUNXOLAAAAAAAAwvIyCENumnXDLK14b4UGPDpAFZtWNHdzAAAAAAAA6iEIQ5O93+P9enNzzdAMSdL0C6ar+3Hdm6lVAAAAAAAA0TF2DU0WbYL6eLcDAAAAAAA0J4IwAAAAAAAAFASCMAAAAAAAABQEgjAAAAAAAAAUBIIwAAAAAAAAFASCMDRZaffSlG4HAAAAAABoTiXN3QDkr73m71W3P2HCBA0ZMqT5GgMAAAAAAJAAPcIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBAIwgAAAAAAAFAQCMIAAAAAAABQEAjCAAAAAAAAUBBKmrsBSE8gEFBlZaVWrlyptWvXqra2tlna0aFDB3333XfNUndT5WObU8VzzG1FRUWqqKhQu3bt1L59exUXFzd3kwAAAACgRSMIy2Pr16/XzJkz1bp1a3Xs2FGbbLKJioqK5Jzb4G1ZuXKl2rVrt8HrTUc+tjl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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Drawing figures with scores \n",
    "# [R^2, Bias, RMSE, slope, intercept, validnumberaccounted]\n",
    "#R^2\n",
    "fig2=plt.figure(figsize=(20,10))\n",
    "plt.plot(timeinterval, score_TROPOMI_P163[:,0], label='TROPOMI', marker='o', c='b')\n",
    "plt.plot(timeinterval, score_OMI_P163[:,0], label='OMI', marker='^', c='r')\n",
    "plt.plot(timeinterval, score_OMPS_P163[:,0], label='OMPS', marker='s', c='m')\n",
    "plt.xlabel('Averaging time interval (minutes)', fontsize=30)\n",
    "plt.ylabel('R^2', fontsize=30)\n",
    "plt.xticks(intervaltodraw, fontsize=30)\n",
    "plt.yticks(fontsize=30)\n",
    "plt.legend(fontsize=30)\n",
    "plt.ylim(0,0.8)\n",
    "plt.grid()\n",
    "plt.savefig(figdir+'TROPOMI_%i_OMI_%i_OMPS_%i_P163_R2.jpg'%(TROPOMI_pixel_coadd,OMI_pixel_coadd,OMPS_pixel_coadd))\n",
    "plt.show()\n",
    "\n",
    "#Bias\n",
    "fig2=plt.figure(figsize=(20,10))\n",
    "plt.plot(timeinterval, score_TROPOMI_P163[:,1], label='TROPOMI', marker='o', c='b')\n",
    "plt.plot(timeinterval, score_OMI_P163[:,1], label='OMI', marker='^', c='r')\n",
    "plt.plot(timeinterval, score_OMPS_P163[:,1], label='OMPS', marker='s', c='m')\n",
    "plt.xlabel('Averaging time interval (minutes)', fontsize=30)\n",
    "plt.ylabel('Bias (DU)', fontsize=30)\n",
    "plt.xticks(intervaltodraw, fontsize=30)\n",
    "plt.yticks(fontsize=30)\n",
    "plt.legend(fontsize=30)\n",
    "plt.ylim(0.15,0.6)\n",
    "plt.grid()\n",
    "plt.savefig(figdir+'TROPOMI_%i_OMI_%i_OMPS_%i_P163_Bias.jpg'%(TROPOMI_pixel_coadd,OMI_pixel_coadd,OMPS_pixel_coadd))\n",
    "plt.show()\n",
    "\n",
    "#RMSE\n",
    "fig2=plt.figure(figsize=(20,10))\n",
    "plt.plot(timeinterval, score_TROPOMI_P163[:,2], label='TROPOMI', marker='o', c='b')\n",
    "plt.plot(timeinterval, score_OMI_P163[:,2], label='OMI', marker='^', c='r')\n",
    "plt.plot(timeinterval, score_OMPS_P163[:,2], label='OMPS', marker='s', c='m')\n",
    "plt.xlabel('Averaging time interval (minutes)', fontsize=30)\n",
    "plt.ylabel('RMSE (DU)', fontsize=30)\n",
    "plt.xticks(intervaltodraw, fontsize=30)\n",
    "plt.yticks(fontsize=30)\n",
    "plt.legend(fontsize=30)\n",
    "plt.ylim(0.3,0.9)\n",
    "plt.grid()\n",
    "plt.savefig(figdir+'TROPOMI_%i_OMI_%i_OMPS_%i_P163_RMSE.jpg'%(TROPOMI_pixel_coadd,OMI_pixel_coadd,OMPS_pixel_coadd))\n",
    "plt.show()\n",
    "\n",
    "#Slope (0-intercept slope)\n",
    "fig2=plt.figure(figsize=(20,10))\n",
    "plt.plot(timeinterval, score_TROPOMI_P163[:,6], label='TROPOMI', marker='o', c='b')\n",
    "plt.plot(timeinterval, score_OMI_P163[:,6], label='OMI', marker='^', c='r')\n",
    "plt.plot(timeinterval, score_OMPS_P163[:,6], label='OMPS', marker='s', c='m')\n",
    "plt.xlabel('Averaging time interval (minutes)', fontsize=30)\n",
    "plt.ylabel('Slope', fontsize=30)\n",
    "plt.xticks(intervaltodraw, fontsize=30)\n",
    "plt.yticks(fontsize=30)\n",
    "plt.legend(fontsize=30)\n",
    "plt.grid()\n",
    "plt.ylim(0,0.8)\n",
    "plt.savefig(figdir+'TROPOMI_%i_OMI_%i_OMPS_%i_P163_slope.jpg'%(TROPOMI_pixel_coadd,OMI_pixel_coadd,OMPS_pixel_coadd))\n",
    "plt.show()\n",
    "\n",
    "#Valid points accounted\n",
    "fig2=plt.figure(figsize=(20,10))\n",
    "plt.plot(timeinterval, score_TROPOMI_P163[:,5], label='TROPOMI', marker='o', c='b')\n",
    "plt.plot(timeinterval, score_OMI_P163[:,5], label='OMI', marker='^', c='r')\n",
    "plt.plot(timeinterval, score_OMPS_P163[:,5], label='OMPS', marker='s', c='m')\n",
    "plt.xlabel('Averaging time interval (minutes)', fontsize=30)\n",
    "plt.ylabel('Valid points accounted (#)', fontsize=30)\n",
    "plt.xticks(intervaltodraw, fontsize=30)\n",
    "plt.yticks(fontsize=30)\n",
    "plt.legend(fontsize=30)\n",
    "plt.grid()\n",
    "plt.savefig(figdir+'TROPOMI_%i_OMI_%i_OMPS_%i_P163_validpoints.jpg'%(TROPOMI_pixel_coadd,OMI_pixel_coadd,OMPS_pixel_coadd))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "P163 vs TROPOMI\n",
      " [[7.88696744e-01 2.40457658e-01 3.69788353e-01 7.29341911e-01\n",
      "  1.71418172e-02 7.70000000e+01 7.42171932e-01]\n",
      " [6.64742801e-01 2.38772597e-01 4.35811933e-01 6.57027757e-01\n",
      "  9.06398078e-02 1.21000000e+02 7.23036692e-01]\n",
      " [6.73732965e-01 2.32681578e-01 4.43257224e-01 6.39897007e-01\n",
      "  1.10960866e-01 1.50000000e+02 7.18644352e-01]\n",
      " [7.00809458e-01 2.30965879e-01 4.38830126e-01 6.46998110e-01\n",
      "  1.08992045e-01 1.62000000e+02 7.22704609e-01]\n",
      " [6.99012981e-01 2.26578478e-01 4.33742946e-01 6.49604536e-01\n",
      "  1.08219712e-01 1.68000000e+02 7.25511297e-01]\n",
      " [6.95472721e-01 2.30672975e-01 4.39849114e-01 6.40202762e-01\n",
      "  1.12958955e-01 1.72000000e+02 7.19169942e-01]\n",
      " [6.98476104e-01 2.32912891e-01 4.42697936e-01 6.37217815e-01\n",
      "  1.15752548e-01 1.73000000e+02 7.17511592e-01]\n",
      " [7.01541863e-01 2.31534133e-01 4.38726605e-01 6.41652250e-01\n",
      "  1.12375351e-01 1.73000000e+02 7.19887403e-01]\n",
      " [6.95450197e-01 2.28689020e-01 4.40536725e-01 6.36627377e-01\n",
      "  1.19055426e-01 1.74000000e+02 7.19557401e-01]\n",
      " [6.97235658e-01 2.28725449e-01 4.37714575e-01 6.36689833e-01\n",
      "  1.16653214e-01 1.78000000e+02 7.18477612e-01]\n",
      " [7.00226180e-01 2.27860631e-01 4.37262090e-01 6.34953737e-01\n",
      "  1.18098425e-01 1.79000000e+02 7.17643959e-01]\n",
      " [7.03605186e-01 2.26304702e-01 4.32849082e-01 6.37312640e-01\n",
      "  1.14851121e-01 1.82000000e+02 7.18257532e-01]\n",
      " [7.08371526e-01 2.25906798e-01 4.27661329e-01 6.42482582e-01\n",
      "  1.09987022e-01 1.84000000e+02 7.20439385e-01]\n",
      " [7.11174857e-01 2.24759778e-01 4.22535562e-01 6.48326405e-01\n",
      "  1.04743960e-01 1.85000000e+02 7.23084900e-01]\n",
      " [7.09642111e-01 2.27726990e-01 4.21608515e-01 6.48708080e-01\n",
      "  1.02945307e-01 1.89000000e+02 7.22569143e-01]\n",
      " [7.06697445e-01 2.28797816e-01 4.19875401e-01 6.51350463e-01\n",
      "  9.82493371e-02 1.92000000e+02 7.22443486e-01]\n",
      " [7.07974953e-01 2.29333242e-01 4.19289267e-01 6.50602554e-01\n",
      "  9.89193876e-02 1.94000000e+02 7.22203505e-01]\n",
      " [7.11062613e-01 2.28095286e-01 4.17292428e-01 6.51855439e-01\n",
      "  9.85492929e-02 1.94000000e+02 7.23210792e-01]\n",
      " [7.11117484e-01 2.27847644e-01 4.17262445e-01 6.51635676e-01\n",
      "  9.89168563e-02 1.94000000e+02 7.23246675e-01]\n",
      " [7.13934592e-01 2.27412977e-01 4.16013502e-01 6.53813771e-01\n",
      "  9.82039847e-02 1.97000000e+02 7.24783588e-01]\n",
      " [7.11455148e-01 2.28434857e-01 4.14851772e-01 6.55391769e-01\n",
      "  9.61388014e-02 1.99000000e+02 7.25236587e-01]\n",
      " [7.10591293e-01 2.30296250e-01 4.14891139e-01 6.56278299e-01\n",
      "  9.40248776e-02 2.00000000e+02 7.24733239e-01]\n",
      " [7.10749589e-01 2.30459839e-01 4.14449733e-01 6.56592232e-01\n",
      "  9.42377938e-02 2.01000000e+02 7.25214961e-01]\n",
      " [7.07740550e-01 2.34381034e-01 4.18963023e-01 6.52009581e-01\n",
      "  9.62299610e-02 2.02000000e+02 7.21844906e-01]\n",
      " [7.11126578e-01 2.32386754e-01 4.13868815e-01 6.58399111e-01\n",
      "  9.14725711e-02 2.02000000e+02 7.25138632e-01]\n",
      " [7.09486474e-01 2.33566711e-01 4.15555193e-01 6.57064553e-01\n",
      "  9.19625082e-02 2.02000000e+02 7.24093390e-01]\n",
      " [7.09610805e-01 2.32977543e-01 4.13433206e-01 6.60600949e-01\n",
      "  8.89948123e-02 2.02000000e+02 7.25693029e-01]\n",
      " [7.09571234e-01 2.31621128e-01 4.12207331e-01 6.61548112e-01\n",
      "  8.98166458e-02 2.03000000e+02 7.27271695e-01]\n",
      " [7.09133099e-01 2.30952921e-01 4.11210083e-01 6.63016096e-01\n",
      "  8.88654887e-02 2.03000000e+02 7.28161715e-01]\n",
      " [7.11779671e-01 2.30438594e-01 4.09168052e-01 6.65422908e-01\n",
      "  8.69235216e-02 2.03000000e+02 7.29226725e-01]\n",
      " [7.05511622e-01 2.35442234e-01 4.16062416e-01 6.58472956e-01\n",
      "  9.01589931e-02 2.04000000e+02 7.24374418e-01]\n",
      " [7.04060238e-01 2.35797191e-01 4.15249526e-01 6.60740077e-01\n",
      "  8.70870400e-02 2.05000000e+02 7.24641545e-01]\n",
      " [7.04196614e-01 2.37239587e-01 4.15937138e-01 6.60130184e-01\n",
      "  8.72404970e-02 2.06000000e+02 7.24079812e-01]\n",
      " [7.05461933e-01 2.36345205e-01 4.13740564e-01 6.62478485e-01\n",
      "  8.49794356e-02 2.07000000e+02 7.24979017e-01]\n",
      " [7.08434092e-01 2.36968853e-01 4.12421574e-01 6.64645421e-01\n",
      "  8.25019812e-02 2.07000000e+02 7.25350185e-01]\n",
      " [7.08512848e-01 2.36494935e-01 4.10877640e-01 6.66162328e-01\n",
      "  8.01686024e-02 2.09000000e+02 7.25400074e-01]\n",
      " [7.07914262e-01 2.36436830e-01 4.09486709e-01 6.67969413e-01\n",
      "  7.85566504e-02 2.10000000e+02 7.26203389e-01]\n",
      " [7.05593026e-01 2.36474997e-01 4.10613589e-01 6.66679376e-01\n",
      "  7.97550469e-02 2.10000000e+02 7.25790546e-01]\n",
      " [7.00797410e-01 2.41035593e-01 4.15975410e-01 6.61369551e-01\n",
      "  8.12490375e-02 2.12000000e+02 7.21447744e-01]\n",
      " [7.02007119e-01 2.42155308e-01 4.14824912e-01 6.63584611e-01\n",
      "  7.80484357e-02 2.13000000e+02 7.21442691e-01]\n",
      " [7.02286192e-01 2.41766130e-01 4.14083439e-01 6.64571777e-01\n",
      "  7.73674782e-02 2.13000000e+02 7.21978197e-01]\n",
      " [7.00183997e-01 2.41125791e-01 4.13674524e-01 6.65632054e-01\n",
      "  7.67849371e-02 2.13000000e+02 7.22725655e-01]\n",
      " [6.99646980e-01 2.41663480e-01 4.14648817e-01 6.64435244e-01\n",
      "  7.75655823e-02 2.13000000e+02 7.22047950e-01]\n",
      " [6.99727187e-01 2.41563515e-01 4.14787251e-01 6.62953755e-01\n",
      "  7.86404792e-02 2.14000000e+02 7.21377433e-01]\n",
      " [7.00920847e-01 2.38893613e-01 4.11674867e-01 6.68077096e-01\n",
      "  7.73004019e-02 2.16000000e+02 7.25543984e-01]\n",
      " [7.01885924e-01 2.39148813e-01 4.09986551e-01 6.70645269e-01\n",
      "  7.43191716e-02 2.17000000e+02 7.26074372e-01]\n",
      " [7.01761712e-01 2.38466277e-01 4.08623348e-01 6.72241848e-01\n",
      "  7.27214121e-02 2.18000000e+02 7.26646323e-01]\n",
      " [6.98694201e-01 2.39071832e-01 4.10236766e-01 6.70908378e-01\n",
      "  7.35811946e-02 2.18000000e+02 7.25947828e-01]\n",
      " [6.98368771e-01 2.40679544e-01 4.12029500e-01 6.69132413e-01\n",
      "  7.41926755e-02 2.18000000e+02 7.24512189e-01]\n",
      " [6.98707321e-01 2.41007316e-01 4.11465167e-01 6.69609298e-01\n",
      "  7.31601087e-02 2.19000000e+02 7.24306679e-01]\n",
      " [6.98262432e-01 2.40761638e-01 4.09779462e-01 6.72798153e-01\n",
      "  6.97347512e-02 2.20000000e+02 7.25160555e-01]\n",
      " [6.97197374e-01 2.40227587e-01 4.09354045e-01 6.73602994e-01\n",
      "  6.93307403e-02 2.20000000e+02 7.25733122e-01]\n",
      " [6.96809507e-01 2.39855421e-01 4.09086415e-01 6.73917974e-01\n",
      "  6.92828185e-02 2.20000000e+02 7.26043081e-01]\n",
      " [6.97390579e-01 2.41164851e-01 4.10274209e-01 6.72643416e-01\n",
      "  6.96103696e-02 2.20000000e+02 7.24914828e-01]\n",
      " [6.97201672e-01 2.41760841e-01 4.09982058e-01 6.73748943e-01\n",
      "  6.75791667e-02 2.21000000e+02 7.24596796e-01]\n",
      " [6.96921277e-01 2.41465788e-01 4.08800823e-01 6.76275789e-01\n",
      "  6.53828353e-02 2.21000000e+02 7.25588715e-01]\n",
      " [6.95206490e-01 2.42562675e-01 4.08783979e-01 6.78287411e-01\n",
      "  6.21654960e-02 2.22000000e+02 7.25321366e-01]\n",
      " [6.93884342e-01 2.43491723e-01 4.10101395e-01 6.77141064e-01\n",
      "  6.26222265e-02 2.22000000e+02 7.24480607e-01]\n",
      " [6.94565457e-01 2.44612375e-01 4.09800660e-01 6.77829405e-01\n",
      "  6.01778832e-02 2.24000000e+02 7.23430186e-01]\n",
      " [6.94300732e-01 2.45283079e-01 4.10409247e-01 6.77464642e-01\n",
      "  6.00685894e-02 2.24000000e+02 7.22959653e-01]\n",
      " [6.93976808e-01 2.45175927e-01 4.10464256e-01 6.77348428e-01\n",
      "  6.02511916e-02 2.24000000e+02 7.22985577e-01]\n",
      " [6.92797374e-01 2.45604197e-01 4.10035899e-01 6.78275571e-01\n",
      "  5.89523233e-02 2.25000000e+02 7.23038574e-01]\n",
      " [6.92764016e-01 2.44661282e-01 4.08826291e-01 6.79891779e-01\n",
      "  5.80634396e-02 2.25000000e+02 7.24058717e-01]\n",
      " [6.92022249e-01 2.43840610e-01 4.07956642e-01 6.81251044e-01\n",
      "  5.73370729e-02 2.25000000e+02 7.24944098e-01]\n",
      " [6.91903330e-01 2.44140053e-01 4.07934632e-01 6.81824046e-01\n",
      "  5.65914913e-02 2.25000000e+02 7.24965278e-01]\n",
      " [6.92361249e-01 2.43892073e-01 4.06453826e-01 6.84174499e-01\n",
      "  5.40753456e-02 2.26000000e+02 7.25529413e-01]\n",
      " [6.92619293e-01 2.43634703e-01 4.05041352e-01 6.85797660e-01\n",
      "  5.26816468e-02 2.27000000e+02 7.26192172e-01]\n",
      " [6.92842823e-01 2.44261766e-01 4.04310933e-01 6.87613258e-01\n",
      "  5.01434858e-02 2.28000000e+02 7.26156040e-01]\n",
      " [6.92569999e-01 2.44368039e-01 4.04629278e-01 6.86215343e-01\n",
      "  5.09737027e-02 2.29000000e+02 7.25407771e-01]\n",
      " [6.92212323e-01 2.44091006e-01 4.04766847e-01 6.85629271e-01\n",
      "  5.17152701e-02 2.29000000e+02 7.25383997e-01]\n",
      " [6.90639937e-01 2.44051691e-01 4.04816918e-01 6.86360250e-01\n",
      "  5.10544419e-02 2.29000000e+02 7.25655506e-01]\n",
      " [6.88202096e-01 2.44446089e-01 4.05571602e-01 6.86440610e-01\n",
      "  5.07080993e-02 2.29000000e+02 7.25502477e-01]\n",
      " [6.89322876e-01 2.44421994e-01 4.04557516e-01 6.86939342e-01\n",
      "  5.02238844e-02 2.30000000e+02 7.25674847e-01]\n",
      " [6.89451893e-01 2.44915837e-01 4.04841064e-01 6.86902440e-01\n",
      "  4.99193934e-02 2.30000000e+02 7.25390871e-01]\n",
      " [6.87099477e-01 2.45412517e-01 4.06380472e-01 6.85012937e-01\n",
      "  5.13584537e-02 2.30000000e+02 7.24578782e-01]\n",
      " [6.87073895e-01 2.45610773e-01 4.06454539e-01 6.85148447e-01\n",
      "  5.10949460e-02 2.30000000e+02 7.24512217e-01]\n",
      " [6.84903497e-01 2.44788469e-01 4.05647452e-01 6.85766862e-01\n",
      "  5.10871885e-02 2.31000000e+02 7.25239807e-01]\n",
      " [6.83514119e-01 2.44772161e-01 4.05860956e-01 6.85994321e-01\n",
      "  5.08842049e-02 2.31000000e+02 7.25339582e-01]\n",
      " [6.83962672e-01 2.44792653e-01 4.05670139e-01 6.86271653e-01\n",
      "  5.06090162e-02 2.31000000e+02 7.25405362e-01]\n",
      " [6.84732522e-01 2.45511998e-01 4.06166162e-01 6.85650054e-01\n",
      "  5.07010856e-02 2.31000000e+02 7.24810004e-01]\n",
      " [6.84775336e-01 2.45664270e-01 4.06435393e-01 6.85152842e-01\n",
      "  5.10652799e-02 2.31000000e+02 7.24574933e-01]\n",
      " [6.85107497e-01 2.46071531e-01 4.06417096e-01 6.86800934e-01\n",
      "  5.00914392e-02 2.32000000e+02 7.25422963e-01]\n",
      " [6.82636715e-01 2.46017143e-01 4.06755075e-01 6.87285567e-01\n",
      "  4.96705471e-02 2.32000000e+02 7.25636152e-01]\n",
      " [6.82848119e-01 2.45431207e-01 4.06529499e-01 6.90568287e-01\n",
      "  4.81634224e-02 2.33000000e+02 7.27681250e-01]\n",
      " [6.82907870e-01 2.47597004e-01 4.07882584e-01 6.89089341e-01\n",
      "  4.82970796e-02 2.34000000e+02 7.26246921e-01]\n",
      " [6.83473704e-01 2.48182918e-01 4.08147724e-01 6.88990171e-01\n",
      "  4.79877708e-02 2.34000000e+02 7.25888202e-01]\n",
      " [6.82629260e-01 2.48251638e-01 4.08274422e-01 6.89276580e-01\n",
      "  4.76676599e-02 2.34000000e+02 7.25947527e-01]\n",
      " [6.80011149e-01 2.48086156e-01 4.08446958e-01 6.89066926e-01\n",
      "  4.76396852e-02 2.35000000e+02 7.25800467e-01]\n",
      " [6.79776592e-01 2.47766595e-01 4.08542013e-01 6.87864289e-01\n",
      "  4.84987838e-02 2.36000000e+02 7.25279914e-01]\n",
      " [6.78265565e-01 2.46585810e-01 4.08548606e-01 6.85785752e-01\n",
      "  5.09285967e-02 2.37000000e+02 7.25110671e-01]]\n",
      "P163 vs OMI\n",
      " [[2.62695856e-01 2.97130328e-01 6.94500715e-01 2.32894513e-01\n",
      "  4.08596824e-01 4.80000000e+01 5.05609344e-01]\n",
      " [2.45287818e-01 2.11412838e-01 6.09046769e-01 2.78415364e-01\n",
      "  4.14068819e-01 7.80000000e+01 5.82303613e-01]\n",
      " [3.51528198e-01 2.28934004e-01 6.23642401e-01 3.32981774e-01\n",
      "  4.01824000e-01 1.00000000e+02 6.02014916e-01]\n",
      " [3.40147394e-01 2.29548296e-01 6.20548996e-01 3.29803266e-01\n",
      "  4.02454466e-01 1.08000000e+02 6.02297192e-01]\n",
      " [3.59962442e-01 2.31470263e-01 6.12540800e-01 3.44435037e-01\n",
      "  3.87883285e-01 1.13000000e+02 6.07210595e-01]\n",
      " [3.54237500e-01 2.30989390e-01 6.07030798e-01 3.42365703e-01\n",
      "  3.89117080e-01 1.16000000e+02 6.08857522e-01]\n",
      " [3.54359490e-01 2.31474666e-01 6.02140306e-01 3.44257069e-01\n",
      "  3.84698300e-01 1.18000000e+02 6.09795881e-01]\n",
      " [3.59995577e-01 2.30747250e-01 5.92767303e-01 3.47678287e-01\n",
      "  3.82584211e-01 1.23000000e+02 6.14224633e-01]\n",
      " [3.70560647e-01 2.26843523e-01 5.87907412e-01 3.52593962e-01\n",
      "  3.75092855e-01 1.25000000e+02 6.14577949e-01]\n",
      " [3.75518396e-01 2.25501428e-01 5.82838011e-01 3.57055957e-01\n",
      "  3.69222026e-01 1.26000000e+02 6.16282786e-01]\n",
      " [3.69758128e-01 2.21897216e-01 5.76834562e-01 3.55591725e-01\n",
      "  3.69805883e-01 1.30000000e+02 6.18296794e-01]\n",
      " [3.70567160e-01 2.19354647e-01 5.71820383e-01 3.61628771e-01\n",
      "  3.65726326e-01 1.32000000e+02 6.22909316e-01]\n",
      " [3.63239419e-01 2.21685733e-01 5.75144911e-01 3.57016281e-01\n",
      "  3.68689490e-01 1.33000000e+02 6.20398462e-01]\n",
      " [3.63485917e-01 2.16084163e-01 5.70422459e-01 3.56502872e-01\n",
      "  3.72016671e-01 1.35000000e+02 6.23585100e-01]\n",
      " [3.64009391e-01 2.14408494e-01 5.68895928e-01 3.57263233e-01\n",
      "  3.71920422e-01 1.35000000e+02 6.24688781e-01]\n",
      " [3.61475537e-01 2.15569585e-01 5.66559420e-01 3.57191219e-01\n",
      "  3.69303428e-01 1.37000000e+02 6.24347777e-01]\n",
      " [3.61305641e-01 2.16116031e-01 5.65846252e-01 3.56541001e-01\n",
      "  3.69649937e-01 1.38000000e+02 6.24278220e-01]\n",
      " [3.58446576e-01 2.15368404e-01 5.65664258e-01 3.55833370e-01\n",
      "  3.70560151e-01 1.38000000e+02 6.24663406e-01]\n",
      " [3.57957270e-01 2.12617433e-01 5.60671382e-01 3.57355219e-01\n",
      "  3.70125615e-01 1.39000000e+02 6.27701054e-01]\n",
      " [3.51724951e-01 2.16413134e-01 5.62101969e-01 3.57333749e-01\n",
      "  3.66229764e-01 1.40000000e+02 6.25743033e-01]\n",
      " [3.50690924e-01 2.14009557e-01 5.59352683e-01 3.57217809e-01\n",
      "  3.66955379e-01 1.41000000e+02 6.27269796e-01]\n",
      " [3.49007013e-01 2.13461987e-01 5.59458643e-01 3.55701205e-01\n",
      "  3.67564136e-01 1.42000000e+02 6.26518219e-01]\n",
      " [3.48883903e-01 2.13980192e-01 5.60374324e-01 3.55134220e-01\n",
      "  3.67891408e-01 1.42000000e+02 6.25883132e-01]\n",
      " [3.42333103e-01 2.19176479e-01 5.65629415e-01 3.49772350e-01\n",
      "  3.68842207e-01 1.44000000e+02 6.20704539e-01]\n",
      " [3.42963297e-01 2.17704451e-01 5.63602922e-01 3.50997042e-01\n",
      "  3.68251362e-01 1.44000000e+02 6.22108407e-01]\n",
      " [3.43937011e-01 2.19972552e-01 5.59655009e-01 3.52487275e-01\n",
      "  3.63152182e-01 1.47000000e+02 6.21758846e-01]\n",
      " [3.40175747e-01 2.15239373e-01 5.56012686e-01 3.53940467e-01\n",
      "  3.65483401e-01 1.50000000e+02 6.26357621e-01]\n",
      " [3.37349840e-01 2.11564005e-01 5.55537935e-01 3.55141035e-01\n",
      "  3.70233696e-01 1.52000000e+02 6.30830144e-01]\n",
      " [3.37926989e-01 2.10896453e-01 5.53851616e-01 3.55571776e-01\n",
      "  3.69155165e-01 1.53000000e+02 6.31143451e-01]\n",
      " [3.40488095e-01 2.08704788e-01 5.49971806e-01 3.56919363e-01\n",
      "  3.66949044e-01 1.55000000e+02 6.32161341e-01]\n",
      " [3.44193341e-01 2.09759288e-01 5.48409458e-01 3.59283969e-01\n",
      "  3.66012254e-01 1.56000000e+02 6.33683200e-01]\n",
      " [3.43979562e-01 2.09811875e-01 5.47920320e-01 3.59636034e-01\n",
      "  3.65676963e-01 1.56000000e+02 6.34008997e-01]\n",
      " [3.40825236e-01 2.08790284e-01 5.47970576e-01 3.57563507e-01\n",
      "  3.68515971e-01 1.57000000e+02 6.34350967e-01]\n",
      " [3.41802088e-01 2.05154950e-01 5.42891028e-01 3.58962667e-01\n",
      "  3.67225527e-01 1.59000000e+02 6.36697607e-01]\n",
      " [3.40396050e-01 2.04195560e-01 5.42000472e-01 3.59057047e-01\n",
      "  3.67485731e-01 1.59000000e+02 6.37513283e-01]\n",
      " [3.40264617e-01 2.05134012e-01 5.41835188e-01 3.59440936e-01\n",
      "  3.66806007e-01 1.59000000e+02 6.37506044e-01]\n",
      " [3.41130090e-01 2.04384995e-01 5.40242390e-01 3.60690518e-01\n",
      "  3.65960449e-01 1.59000000e+02 6.38591664e-01]\n",
      " [3.46837452e-01 2.02916458e-01 5.37964931e-01 3.71021620e-01\n",
      "  3.61413827e-01 1.60000000e+02 6.44880461e-01]\n",
      " [3.41903065e-01 2.03464287e-01 5.36366525e-01 3.71209217e-01\n",
      "  3.57914227e-01 1.64000000e+02 6.44345823e-01]\n",
      " [3.41882957e-01 2.03429890e-01 5.36562237e-01 3.71027562e-01\n",
      "  3.58089170e-01 1.64000000e+02 6.44221340e-01]\n",
      " [3.44646287e-01 2.03710745e-01 5.35332513e-01 3.72775381e-01\n",
      "  3.56424098e-01 1.64000000e+02 6.44784754e-01]\n",
      " [3.43164400e-01 2.06526451e-01 5.36138676e-01 3.72796797e-01\n",
      "  3.53807629e-01 1.65000000e+02 6.43100820e-01]\n",
      " [3.41647590e-01 2.06328603e-01 5.35269378e-01 3.73144939e-01\n",
      "  3.53570429e-01 1.65000000e+02 6.43829143e-01]\n",
      " [3.41469137e-01 2.06504166e-01 5.35146963e-01 3.73269830e-01\n",
      "  3.53393346e-01 1.65000000e+02 6.43900807e-01]\n",
      " [3.40720548e-01 2.05881235e-01 5.34048086e-01 3.73230705e-01\n",
      "  3.54679195e-01 1.66000000e+02 6.45171839e-01]\n",
      " [3.41727055e-01 2.08503908e-01 5.31982965e-01 3.75021103e-01\n",
      "  3.51770503e-01 1.67000000e+02 6.45534351e-01]\n",
      " [3.43336638e-01 2.08636050e-01 5.31166336e-01 3.76140128e-01\n",
      "  3.50717627e-01 1.67000000e+02 6.45934138e-01]\n",
      " [3.48842776e-01 2.08892948e-01 5.29430551e-01 3.78954793e-01\n",
      "  3.48096643e-01 1.67000000e+02 6.46620435e-01]\n",
      " [3.51055984e-01 2.08122469e-01 5.28409504e-01 3.80061740e-01\n",
      "  3.47396697e-01 1.67000000e+02 6.47235412e-01]\n",
      " [3.54164059e-01 2.06528983e-01 5.24699402e-01 3.82293350e-01\n",
      "  3.45887950e-01 1.68000000e+02 6.49237887e-01]\n",
      " [3.56329578e-01 2.05645652e-01 5.21936094e-01 3.84631103e-01\n",
      "  3.42922785e-01 1.69000000e+02 6.50234081e-01]\n",
      " [3.57626423e-01 2.03435958e-01 5.19994576e-01 3.84799994e-01\n",
      "  3.43191318e-01 1.70000000e+02 6.51154506e-01]\n",
      " [3.48219811e-01 1.97900059e-01 5.21007885e-01 3.91953784e-01\n",
      "  3.43584387e-01 1.71000000e+02 6.58840099e-01]\n",
      " [3.49393049e-01 1.98207988e-01 5.20817108e-01 3.92480465e-01\n",
      "  3.42994505e-01 1.71000000e+02 6.58817593e-01]\n",
      " [3.43281362e-01 2.05794646e-01 5.27358359e-01 3.86757131e-01\n",
      "  3.44654700e-01 1.72000000e+02 6.53059904e-01]\n",
      " [3.42903719e-01 2.01344953e-01 5.26392377e-01 4.03475155e-01\n",
      "  3.37806838e-01 1.74000000e+02 6.64181049e-01]\n",
      " [3.42424397e-01 2.00688199e-01 5.24822915e-01 4.04715669e-01\n",
      "  3.36951434e-01 1.74000000e+02 6.65428859e-01]\n",
      " [3.45559596e-01 1.99768472e-01 5.22924347e-01 4.06809820e-01\n",
      "  3.34076900e-01 1.75000000e+02 6.65781330e-01]\n",
      " [3.46235139e-01 1.99520351e-01 5.21987497e-01 4.07796698e-01\n",
      "  3.33289935e-01 1.75000000e+02 6.66412293e-01]\n",
      " [3.45984536e-01 1.99380043e-01 5.21873299e-01 4.07812962e-01\n",
      "  3.33332523e-01 1.75000000e+02 6.66540352e-01]\n",
      " [3.46901673e-01 2.00736992e-01 5.19606216e-01 4.08931738e-01\n",
      "  3.30377849e-01 1.77000000e+02 6.66349004e-01]\n",
      " [3.47030868e-01 2.01072172e-01 5.17592031e-01 4.11826333e-01\n",
      "  3.25993568e-01 1.78000000e+02 6.66949683e-01]\n",
      " [3.45889902e-01 2.00601125e-01 5.17351666e-01 4.11683936e-01\n",
      "  3.26315093e-01 1.78000000e+02 6.67311483e-01]\n",
      " [2.86982242e-01 1.85697958e-01 5.46335065e-01 4.24404026e-01\n",
      "  3.30553403e-01 1.79000000e+02 6.83695016e-01]\n",
      " [2.84709905e-01 1.91352367e-01 5.50933512e-01 4.19303213e-01\n",
      "  3.33033850e-01 1.80000000e+02 6.78979339e-01]\n",
      " [2.83627177e-01 1.92258347e-01 5.52174640e-01 4.18007848e-01\n",
      "  3.33824896e-01 1.80000000e+02 6.78011230e-01]\n",
      " [2.84312916e-01 1.93498474e-01 5.50892811e-01 4.18617626e-01\n",
      "  3.32535250e-01 1.81000000e+02 6.77968008e-01]\n",
      " [2.85131171e-01 1.92885765e-01 5.47705105e-01 4.20834645e-01\n",
      "  3.28703733e-01 1.83000000e+02 6.78655611e-01]\n",
      " [2.84821829e-01 1.92722069e-01 5.47373070e-01 4.21096645e-01\n",
      "  3.28536711e-01 1.83000000e+02 6.78982225e-01]\n",
      " [2.85911247e-01 1.92933117e-01 5.46756375e-01 4.22134614e-01\n",
      "  3.27513008e-01 1.83000000e+02 6.79275039e-01]\n",
      " [2.86861201e-01 1.93011101e-01 5.45832074e-01 4.23457552e-01\n",
      "  3.26288500e-01 1.83000000e+02 6.79847886e-01]\n",
      " [2.88445467e-01 1.93731149e-01 5.44663124e-01 4.25477602e-01\n",
      "  3.24162649e-01 1.83000000e+02 6.80410710e-01]\n",
      " [2.88385504e-01 1.92919984e-01 5.43925766e-01 4.26010239e-01\n",
      "  3.24028077e-01 1.83000000e+02 6.81134542e-01]\n",
      " [2.94388428e-01 1.93053461e-01 5.42534424e-01 4.31328673e-01\n",
      "  3.21451866e-01 1.84000000e+02 6.83627746e-01]\n",
      " [2.93720731e-01 1.93021037e-01 5.42720825e-01 4.30966497e-01\n",
      "  3.21793519e-01 1.84000000e+02 6.83580766e-01]\n",
      " [2.90760220e-01 1.89766763e-01 5.41857314e-01 4.30201048e-01\n",
      "  3.25357035e-01 1.85000000e+02 6.86149526e-01]\n",
      " [2.89768224e-01 1.90166852e-01 5.41399588e-01 4.30761366e-01\n",
      "  3.24678140e-01 1.85000000e+02 6.86571240e-01]\n",
      " [2.90208646e-01 1.88536788e-01 5.39112886e-01 4.31767348e-01\n",
      "  3.25160119e-01 1.86000000e+02 6.88540710e-01]\n",
      " [2.91336830e-01 1.89181742e-01 5.39213081e-01 4.32125319e-01\n",
      "  3.24557803e-01 1.86000000e+02 6.88181976e-01]\n",
      " [2.94376918e-01 1.89939470e-01 5.37359005e-01 4.34177819e-01\n",
      "  3.24498793e-01 1.88000000e+02 6.89854774e-01]\n",
      " [2.94546214e-01 1.90410349e-01 5.37366036e-01 4.34408053e-01\n",
      "  3.24084913e-01 1.88000000e+02 6.89736788e-01]\n",
      " [2.95469931e-01 1.91369807e-01 5.37683537e-01 4.34594925e-01\n",
      "  3.23497948e-01 1.88000000e+02 6.89180955e-01]\n",
      " [2.75695748e-01 2.05367738e-01 5.74186487e-01 3.94120092e-01\n",
      "  3.55816097e-01 1.89000000e+02 6.62321758e-01]\n",
      " [2.74215613e-01 2.05891433e-01 5.75294867e-01 3.92822784e-01\n",
      "  3.56811982e-01 1.89000000e+02 6.61616602e-01]\n",
      " [2.75335799e-01 2.05046231e-01 5.71833549e-01 3.94595621e-01\n",
      "  3.53783394e-01 1.91000000e+02 6.62469038e-01]\n",
      " [2.78000019e-01 2.10263636e-01 5.77287200e-01 3.91697267e-01\n",
      "  3.55867484e-01 1.92000000e+02 6.58302053e-01]\n",
      " [2.79569889e-01 2.10197376e-01 5.76076308e-01 3.93790741e-01\n",
      "  3.52242725e-01 1.93000000e+02 6.58235412e-01]\n",
      " [2.79660215e-01 2.09857282e-01 5.75366246e-01 3.94398914e-01\n",
      "  3.51812596e-01 1.93000000e+02 6.58780230e-01]\n",
      " [2.79103028e-01 2.09771767e-01 5.75825241e-01 3.93771164e-01\n",
      "  3.52428482e-01 1.93000000e+02 6.58529264e-01]\n",
      " [2.79660481e-01 2.09307891e-01 5.74687337e-01 3.93808861e-01\n",
      "  3.51986260e-01 1.94000000e+02 6.58595298e-01]]\n",
      "P163 vs OMPS\n",
      " [[4.08451122e-02 5.86286045e-01 8.45955345e-01 4.74713301e-02\n",
      "  3.05436317e-01 7.30000000e+01 2.73739457e-01]\n",
      " [8.30039745e-02 5.28266976e-01 7.95768725e-01 7.15485728e-02\n",
      "  3.09857075e-01 1.30000000e+02 3.04551263e-01]\n",
      " [7.50017789e-02 5.30456972e-01 7.97497439e-01 6.83534970e-02\n",
      "  3.12807394e-01 1.43000000e+02 3.03827515e-01]\n",
      " [7.85026541e-02 5.12182784e-01 7.74276717e-01 7.10754605e-02\n",
      "  3.07487715e-01 1.56000000e+02 3.08199437e-01]\n",
      " [7.95761096e-02 4.94422324e-01 7.52434249e-01 7.15560511e-02\n",
      "  3.06759448e-01 1.66000000e+02 3.13554401e-01]\n",
      " [8.08692987e-02 4.90834952e-01 7.45380434e-01 7.26031637e-02\n",
      "  3.07258805e-01 1.70000000e+02 3.16840151e-01]\n",
      " [7.13741026e-02 4.85948913e-01 7.46275919e-01 6.81209091e-02\n",
      "  3.11906219e-01 1.76000000e+02 3.15748545e-01]\n",
      " [7.45798015e-02 4.74261148e-01 7.30590737e-01 7.05211407e-02\n",
      "  3.08675619e-01 1.82000000e+02 3.19767166e-01]\n",
      " [6.63473764e-02 4.67207987e-01 7.21836300e-01 7.27816347e-02\n",
      "  3.11528474e-01 1.86000000e+02 3.26942230e-01]\n",
      " [7.34358843e-02 4.70074996e-01 7.17108315e-01 8.23262646e-02\n",
      "  3.07328183e-01 1.93000000e+02 3.34164353e-01]\n",
      " [7.18818800e-02 4.73114233e-01 7.16913671e-01 8.19144117e-02\n",
      "  3.06034702e-01 1.95000000e+02 3.33494077e-01]\n",
      " [7.40146481e-02 4.69851816e-01 7.15249989e-01 8.27703990e-02\n",
      "  3.04390461e-01 1.97000000e+02 3.33140233e-01]\n",
      " [7.61301913e-02 4.73788288e-01 7.17967520e-01 8.49044969e-02\n",
      "  3.04664787e-01 2.00000000e+02 3.34518158e-01]\n",
      " [7.79857910e-02 4.71537151e-01 7.14484736e-01 8.59652117e-02\n",
      "  3.03100895e-01 2.02000000e+02 3.35242968e-01]\n",
      " [7.97308638e-02 4.74081408e-01 7.15036266e-01 8.63574293e-02\n",
      "  3.05182130e-01 2.08000000e+02 3.36971220e-01]\n",
      " [8.01474542e-02 4.73505773e-01 7.13811759e-01 8.63294686e-02\n",
      "  3.05177879e-01 2.10000000e+02 3.37293950e-01]\n",
      " [8.15128834e-02 4.70709641e-01 7.11647968e-01 8.68844088e-02\n",
      "  3.04658842e-01 2.11000000e+02 3.37784631e-01]\n",
      " [8.49444978e-02 4.70103919e-01 7.08134961e-01 8.89752490e-02\n",
      "  3.02232626e-01 2.15000000e+02 3.38915350e-01]\n",
      " [8.57168107e-02 4.69097525e-01 7.04797784e-01 8.95891383e-02\n",
      "  3.01683287e-01 2.17000000e+02 3.40154323e-01]\n",
      " [9.04036186e-02 4.75160082e-01 7.08458887e-01 9.29140107e-02\n",
      "  2.99233580e-01 2.20000000e+02 3.40359873e-01]\n",
      " [8.39285943e-02 4.70545770e-01 7.04679979e-01 9.97851995e-02\n",
      "  2.96472989e-01 2.24000000e+02 3.46143624e-01]\n",
      " [7.86301473e-02 4.64391753e-01 7.00109565e-01 9.81072549e-02\n",
      "  2.99936861e-01 2.26000000e+02 3.48643550e-01]\n",
      " [7.86659973e-02 4.63198165e-01 6.98967778e-01 9.80111498e-02\n",
      "  3.00340143e-01 2.27000000e+02 3.49126283e-01]\n",
      " [7.31418308e-02 4.71213241e-01 7.05921872e-01 9.43411906e-02\n",
      "  3.01663967e-01 2.30000000e+02 3.45647313e-01]\n",
      " [6.84452678e-02 4.77040385e-01 7.13130350e-01 9.06151320e-02\n",
      "  3.03981344e-01 2.31000000e+02 3.42387356e-01]\n",
      " [7.05846307e-02 4.75102929e-01 7.10147123e-01 9.21701226e-02\n",
      "  3.01665452e-01 2.33000000e+02 3.42831153e-01]\n",
      " [7.15748033e-02 4.81879533e-01 7.14114190e-01 9.26295619e-02\n",
      "  3.01246204e-01 2.37000000e+02 3.42129181e-01]\n",
      " [7.21494646e-02 4.82047495e-01 7.13871118e-01 9.29411246e-02\n",
      "  3.00474361e-01 2.38000000e+02 3.41918456e-01]\n",
      " [7.59286114e-02 4.84475018e-01 7.14614601e-01 9.56450707e-02\n",
      "  2.99760751e-01 2.40000000e+02 3.43452299e-01]\n",
      " [7.53225955e-02 4.84068045e-01 7.13897545e-01 9.54149693e-02\n",
      "  2.99999121e-01 2.40000000e+02 3.43694185e-01]\n",
      " [7.81939796e-02 4.79985816e-01 7.07681800e-01 9.76521937e-02\n",
      "  2.97626081e-01 2.42000000e+02 3.45588887e-01]\n",
      " [7.73445708e-02 4.78614907e-01 7.05352618e-01 9.75447922e-02\n",
      "  2.97852361e-01 2.42000000e+02 3.46453082e-01]\n",
      " [7.81937767e-02 4.78049492e-01 7.04929465e-01 9.80312873e-02\n",
      "  2.97489212e-01 2.42000000e+02 3.46639819e-01]\n",
      " [7.76203777e-02 4.77171657e-01 7.04401017e-01 9.76926519e-02\n",
      "  2.97866138e-01 2.42000000e+02 3.46758076e-01]\n",
      " [7.99032772e-02 4.77698820e-01 7.04804287e-01 9.89500567e-02\n",
      "  2.96733926e-01 2.42000000e+02 3.46764050e-01]\n",
      " [8.24137989e-02 4.78773524e-01 7.02863353e-01 1.01048108e-01\n",
      "  2.94822100e-01 2.42000000e+02 3.47893917e-01]\n",
      " [8.30244763e-02 4.78316598e-01 7.00760415e-01 1.01876758e-01\n",
      "  2.94155553e-01 2.42000000e+02 3.48837727e-01]\n",
      " [8.11133255e-02 4.80133383e-01 7.02104007e-01 1.00393358e-01\n",
      "  2.95054661e-01 2.44000000e+02 3.48031322e-01]\n",
      " [8.05978495e-02 4.78546032e-01 7.01350672e-01 1.00018544e-01\n",
      "  2.95536401e-01 2.44000000e+02 3.48188566e-01]\n",
      " [8.32514574e-02 4.82852313e-01 7.07668573e-01 1.00418802e-01\n",
      "  2.95195893e-01 2.46000000e+02 3.46177821e-01]\n",
      " [7.90854724e-02 4.79413978e-01 7.03932787e-01 9.89699386e-02\n",
      "  2.97719371e-01 2.49000000e+02 3.48069367e-01]\n",
      " [7.60557187e-02 4.80428660e-01 7.01922916e-01 9.78628490e-02\n",
      "  2.99219636e-01 2.52000000e+02 3.49309740e-01]\n",
      " [7.43102262e-02 4.83137072e-01 7.05412025e-01 9.61462641e-02\n",
      "  3.01007992e-01 2.54000000e+02 3.48193230e-01]\n",
      " [7.71725459e-02 4.85697356e-01 7.06277446e-01 9.78718768e-02\n",
      "  2.98934784e-01 2.55000000e+02 3.47947808e-01]\n",
      " [7.74377828e-02 4.84831149e-01 7.04416992e-01 9.79941266e-02\n",
      "  2.98834956e-01 2.57000000e+02 3.48548655e-01]\n",
      " [7.80777786e-02 4.85477676e-01 7.04140615e-01 9.85516479e-02\n",
      "  2.98286863e-01 2.57000000e+02 3.48772754e-01]\n",
      " [7.86598354e-02 4.85354495e-01 7.01754568e-01 9.95166079e-02\n",
      "  2.97460137e-01 2.57000000e+02 3.49872888e-01]\n",
      " [8.03721722e-02 4.87105537e-01 7.01687671e-01 1.00573678e-01\n",
      "  2.95616960e-01 2.59000000e+02 3.49568226e-01]\n",
      " [8.68324501e-02 4.88771899e-01 7.04496859e-01 1.03501517e-01\n",
      "  2.92618446e-01 2.62000000e+02 3.48597092e-01]\n",
      " [8.58806660e-02 4.86358050e-01 7.01278493e-01 1.03245433e-01\n",
      "  2.93149005e-01 2.63000000e+02 3.49744216e-01]\n",
      " [8.77045430e-02 4.84811388e-01 6.97778760e-01 1.04798081e-01\n",
      "  2.91130407e-01 2.65000000e+02 3.50661276e-01]\n",
      " [8.56228274e-02 4.83537362e-01 6.96581778e-01 1.04700171e-01\n",
      "  2.92829846e-01 2.66000000e+02 3.52279039e-01]\n",
      " [8.55682589e-02 4.83752346e-01 6.95951392e-01 1.04903424e-01\n",
      "  2.92631041e-01 2.66000000e+02 3.52583315e-01]\n",
      " [8.56756141e-02 4.84730683e-01 6.96831411e-01 1.04901692e-01\n",
      "  2.92529914e-01 2.66000000e+02 3.52280652e-01]\n",
      " [8.64104250e-02 4.84669523e-01 6.95937416e-01 1.05283167e-01\n",
      "  2.91487445e-01 2.68000000e+02 3.52140124e-01]\n",
      " [8.64707641e-02 4.84382444e-01 6.93752062e-01 1.05722202e-01\n",
      "  2.91245586e-01 2.69000000e+02 3.53130052e-01]\n",
      " [8.59110779e-02 4.83596667e-01 6.92329258e-01 1.05686756e-01\n",
      "  2.91359375e-01 2.69000000e+02 3.53676952e-01]\n",
      " [8.60464013e-02 4.84341486e-01 6.91876961e-01 1.05989265e-01\n",
      "  2.90519005e-01 2.70000000e+02 3.53590825e-01]\n",
      " [8.66490733e-02 4.83847430e-01 6.90538178e-01 1.06468699e-01\n",
      "  2.89859769e-01 2.71000000e+02 3.53936322e-01]\n",
      " [8.63716225e-02 4.83312335e-01 6.88972231e-01 1.06690060e-01\n",
      "  2.89725182e-01 2.71000000e+02 3.54590408e-01]\n",
      " [9.02076162e-02 4.83701576e-01 6.87438392e-01 1.10155563e-01\n",
      "  2.87795260e-01 2.73000000e+02 3.56548065e-01]\n",
      " [9.03328372e-02 4.84051776e-01 6.87811094e-01 1.10181346e-01\n",
      "  2.87734320e-01 2.73000000e+02 3.56415142e-01]\n",
      " [8.99913429e-02 4.85235334e-01 6.87623179e-01 1.09987731e-01\n",
      "  2.87323439e-01 2.75000000e+02 3.56178883e-01]\n",
      " [8.89465104e-02 4.84774897e-01 6.86237453e-01 1.09773158e-01\n",
      "  2.87560239e-01 2.75000000e+02 3.56721236e-01]\n",
      " [9.88865329e-02 4.88272209e-01 6.89428118e-01 1.15831682e-01\n",
      "  2.83179385e-01 2.77000000e+02 3.57275266e-01]\n",
      " [9.81522793e-02 4.87891042e-01 6.88988495e-01 1.15515448e-01\n",
      "  2.83499336e-01 2.77000000e+02 3.57406268e-01]\n",
      " [9.55370363e-02 4.85600040e-01 6.84154245e-01 1.15071039e-01\n",
      "  2.84291556e-01 2.78000000e+02 3.59335248e-01]\n",
      " [9.50898261e-02 4.83595016e-01 6.81505794e-01 1.15051332e-01\n",
      "  2.84541495e-01 2.79000000e+02 3.60300270e-01]\n",
      " [9.40070629e-02 4.83868196e-01 6.81616184e-01 1.14508439e-01\n",
      "  2.84981446e-01 2.79000000e+02 3.60221325e-01]\n",
      " [9.24993794e-02 4.83873624e-01 6.81913171e-01 1.13603463e-01\n",
      "  2.85766596e-01 2.79000000e+02 3.60011058e-01]\n",
      " [9.19197398e-02 4.82797377e-01 6.80240302e-01 1.13199928e-01\n",
      "  2.86402764e-01 2.81000000e+02 3.60663148e-01]\n",
      " [9.18464118e-02 4.82611977e-01 6.79636764e-01 1.13323703e-01\n",
      "  2.86316414e-01 2.81000000e+02 3.60923569e-01]\n",
      " [9.20426045e-02 4.81514066e-01 6.77521671e-01 1.13631936e-01\n",
      "  2.85490991e-01 2.83000000e+02 3.61265034e-01]\n",
      " [9.06107302e-02 4.79836715e-01 6.75496145e-01 1.12943083e-01\n",
      "  2.86233707e-01 2.84000000e+02 3.61904601e-01]\n",
      " [8.84326367e-02 4.79974247e-01 6.76053885e-01 1.11590858e-01\n",
      "  2.87386153e-01 2.84000000e+02 3.61549796e-01]\n",
      " [8.80242939e-02 4.80298441e-01 6.76331398e-01 1.11349013e-01\n",
      "  2.87558947e-01 2.84000000e+02 3.61429035e-01]\n",
      " [8.86556116e-02 4.79575095e-01 6.75201038e-01 1.11782929e-01\n",
      "  2.86909153e-01 2.85000000e+02 3.61637133e-01]\n",
      " [8.76345987e-02 4.78265234e-01 6.74012809e-01 1.11620347e-01\n",
      "  2.88123047e-01 2.86000000e+02 3.62772252e-01]\n",
      " [8.83783185e-02 4.77272092e-01 6.72097115e-01 1.12454242e-01\n",
      "  2.87515345e-01 2.86000000e+02 3.63622115e-01]\n",
      " [8.81841577e-02 4.77611521e-01 6.72642697e-01 1.12240147e-01\n",
      "  2.87661730e-01 2.86000000e+02 3.63385745e-01]\n",
      " [8.82349865e-02 4.78940742e-01 6.73778873e-01 1.12050511e-01\n",
      "  2.87384999e-01 2.87000000e+02 3.62723512e-01]\n",
      " [8.77540440e-02 4.80373912e-01 6.74643387e-01 1.11723917e-01\n",
      "  2.87125772e-01 2.88000000e+02 3.62121340e-01]\n",
      " [8.76071266e-02 4.80543329e-01 6.75195306e-01 1.11492595e-01\n",
      "  2.87306753e-01 2.88000000e+02 3.61870379e-01]\n",
      " [8.85691505e-02 4.80160606e-01 6.74056004e-01 1.12302994e-01\n",
      "  2.86113189e-01 2.89000000e+02 3.62031227e-01]\n",
      " [9.23175590e-02 4.80643832e-01 6.74517911e-01 1.14297135e-01\n",
      "  2.84765679e-01 2.91000000e+02 3.62338432e-01]\n",
      " [9.14443056e-02 4.81011536e-01 6.75034102e-01 1.13735089e-01\n",
      "  2.85209570e-01 2.91000000e+02 3.62087820e-01]\n",
      " [9.12095463e-02 4.81166590e-01 6.74978073e-01 1.13666505e-01\n",
      "  2.85251239e-01 2.91000000e+02 3.62116689e-01]\n",
      " [9.41481784e-02 4.83082595e-01 6.76480394e-01 1.15433442e-01\n",
      "  2.84332994e-01 2.92000000e+02 3.62376686e-01]\n",
      " [9.20638771e-02 4.80734310e-01 6.74324549e-01 1.15490287e-01\n",
      "  2.85553177e-01 2.94000000e+02 3.64064301e-01]\n",
      " [8.94845461e-02 4.83334051e-01 6.76905385e-01 1.13710761e-01\n",
      "  2.86402928e-01 2.95000000e+02 3.62654297e-01]]\n"
     ]
    }
   ],
   "source": [
    "print('P163 vs TROPOMI\\n',score_TROPOMI_P163)\n",
    "print('P163 vs OMI\\n',score_OMI_P163)\n",
    "print('P163 vs OMPS\\n',score_OMPS_P163)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ True  True  True False  True  True False  True  True  True]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[1570780574.0,\n",
       " 1570780628.0,\n",
       " 1570780690.0,\n",
       " 1570780745.0,\n",
       " 1571204831.0,\n",
       " 1571205281.0,\n",
       " 1571205336.0,\n",
       " 1571462475.0,\n",
       " 1571462744.0,\n",
       " 1571726364.0]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a=np.arange(10).astype(float)\n",
    "b=np.arange(9,19,1).astype(float)\n",
    "a[3]=np.nan\n",
    "b[6]=np.nan\n",
    "nonan=(np.isfinite(a) ==1)& (np.isfinite(b)==1 )\n",
    "print(nonan)\n",
    "fdatetime_P163_ts=[]\n",
    "for i in np.arange(fdatetime_P163.shape[0]):\n",
    "    fdatetime_P163_ts.append(fdatetime_P163[i].timestamp())\n",
    "fdatetime_P163_ts[0:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "# dd=Data_P149['UTC'][filter_P149]\n",
    "# %whos\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['20190207T050754Z', '20190207T053211Z', '20190207T053346Z',\n",
       "       '20190207T053520Z', '20190207T053654Z', '20190207T053829Z',\n",
       "       '20190207T054141Z', '20190207T054313Z', '20190207T054446Z',\n",
       "       '20190207T054618Z'], dtype='<U16')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fUTC_P149[0:10]"
   ]
  }
 ],
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